Microsoft Fabric Skills is a collection of reusable instructions and MCP systems that help AI assistants work with Microsoft Fabric workloads, APIs, queries, and operations. It is intended for users of GitHub Copilot CLI and compatible coding tools; the catalogue entries are the skills, agents, instructions, MCP systems, plugins, and rules distributed by the project.
Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/microsoft/skills-for-fabricnpx agentmods add skills/microsoft/skills-for-fabric/onelake-catalog-cliWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/microsoft/skills-for-fabric/onelake-catalog-cli)<a href="https://agentmods.dev/skills/microsoft/skills-for-fabric/onelake-catalog-cli"><img src="https://agentmods.dev/badge/skills/microsoft/skills-for-fabric/onelake-catalog-cli/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/microsoft/skills-for-fabric/onelake-catalog-cli"><img src="https://agentmods.dev/badge/skills/microsoft/skills-for-fabric/onelake-catalog-cli.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00091 | $0.05324 |
| Opus 5.5 | $0.00036 | $0.02130 |
| Sonnet 5.5 | $0.00018 | $0.01065 |
| Haiku 4.5 | $0.00009 | $0.00532 |
Grade A, and why
onelake-catalog-cli scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
[OneLake via `curl` (Storage-audience token)](../../common/COMMON-CLI.md#onelake-data-access-via-curl) · How it starts
The opening of the file, as written. The whole thing — 251 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Telemetry — MANDATORY. Every
api.fabric.microsoft.comcall must carryx-ms-fabric-skill: onelake-catalog-cli(az rest:--headers "x-ms-fabric-skill=onelake-catalog-cli"), including every LRO poll,fabric_lroand retry. Snippets omit it — add it anyway.
CRITICAL NOTES
- To find the workspace ID from its name, one call:
az rest --method get --resource "https://api.fabric.microsoft.com" --url "https://api.fabric.microsoft.com/v1/workspaces" --query "value[?displayName=='<name>'] | [0].id" -o tsv(followcontinuationTokenonly if it isn't on the first page; details in COMMON-CLI.md § Finding Workspaces and Items in Fabric).- To find an item's ID, one call: the same on
.../v1/workspaces/{ws}/items?type=<Type>with--query "value[?displayName=='<name>'] | [0].id".- Write-gated skill — never call a write API before its gate below has passed. For curation that means the owner reviewed every proposed change and explicitly confirmed — not even a "test" write to check whether a change is allowed or what is already applied.
- The item list and Get Item both return an item's
tags. An item with no tags has notagsfield — that absence means untagged.
OneLake Catalog — CLI Skill (mode dispatcher)
One skill for the OneLake catalog. Govern (catalog health, protection and trust: audits and guarded remediation, by permission tier) and curate (an owner improving specific items' discoverability metadata) are modes, each detailed in a reference loaded on demand. This file picks the mode, holds every write gate, and indexes the references.
Mode selection
| Mode | Use when | Load | Writes |
|---|---|---|---|
| curate | An owner wants specific items easier to find: a description, a clearer display name, tags, or table and column descriptions (items with a OneLake Tables folder) — one item, an explicit list, or one named workspace's weakly-described items | references/curate.md | ✅ after the owner approves each suggestion |
| dataowner-audit | A non-admin workspace or domain owner wants governance posture for workspaces they administer (widen to accessible on request; Core API) | references/dataowner-audit.md | ❌ |
| dataowner-remediate | A data owner who is also a domain / workspace / capacity admin fixes a governance finding — single-workspace domain or capacity assignment, workspace tags, refresh, item identity (Core & Power BI APIs, no tenant admin), including dry runs of these | references/dataowner-remediate.md | ✅ self-service |
| admin-audit | A Fabric tenant admin wants tenant-wide governance posture (/v1/admin/*) |
references/admin-audit.md; any tenant count starts from admin-audit-scope.md | ❌ |
| admin-remediate | A Fabric tenant admin makes tenant-wide writes — domains, bulk assignment, domain roles, bulk labels, tenant tag definitions, tenant settings | references/admin-remediate.md | ✅ |
What ships with it
31 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/admin-audit-assessment.md 11 KB
- references/admin-audit-scope.md 5.7 KB
- references/admin-audit.md 15 KB
- references/admin-audit/health-capacity.md 7.3 KB
- references/admin-audit/health-domains.md 11 KB
- references/admin-audit/health-item.md 14 KB
- references/admin-audit/health-workspaces.md 15 KB
- references/admin-audit/item-inventory.md 9.1 KB
- references/admin-audit/protect-labels-dlp.md 1.4 KB
- references/admin-audit/trust-curation.md 2.8 KB
- references/admin-remediate.md 17 KB
- references/admin-remediate/domain-assign-workspaces.md 7.3 KB
- references/admin-remediate/domain-crud.md 10 KB
- references/admin-remediate/domain-default-label.md 2.6 KB
- references/admin-remediate/domain-roles.md 4.5 KB
- references/admin-remediate/item-sensitivity-label.md 2.6 KB
- references/admin-remediate/no-write-api-escalation.md 13 KB
- references/admin-remediate/tags.md 1.9 KB
- references/admin-remediate/trust-curate.md 3.4 KB
- references/catalog-concepts.md 7.2 KB
- references/curate.md 20 KB
- references/curate/api-reference.md 7.8 KB
- references/curate/metadata-suggestion-guidance.md 11 KB
- references/curate/table-metadata.md 9.9 KB
- references/curate/tag-taxonomy.md 3.1 KB
- references/dataowner-audit.md 14 KB
- references/dataowner-audit/health-workspaces.md 14 KB
- references/dataowner-remediate.md 15 KB
- references/govern-data-sources.md 7.9 KB
- references/govern-pillars.md 13 KB
- references/govern-roles.md 9.9 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 251 lines · 91 tokens per session scan A 53545a9d40ad
onelake-catalog-cli is a skill published in the GitHub repository microsoft/skills-for-fabric (1,321 stars, last pushed yesterday), licensed MIT. It adds 91 tokens to every session and 5,324 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-30.
onelake-catalog-cli compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| onelake-catalog-climicrosoft/skills-for-fabric | Skill | 1.3k | yesterday | MIT | A | 91 | Claude Code |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |